diff --git a/Cargo.toml b/Cargo.toml
index a4167223..6285681c 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -11,10 +11,11 @@ license = "Apache-2.0"
 repository = "https://github.com/lancedb/lancedb"
 
 [workspace.dependencies]
-lance = { "version" = "=0.9.10", "features" = ["dynamodb"] }
-lance-index = { "version" = "=0.9.10" }
-lance-linalg = { "version" = "=0.9.10" }
-lance-testing = { "version" = "=0.9.10" }
+lance = { "version" = "=0.9.11", "features" = ["dynamodb"] }
+lance-datafusion = { "version" = "=0.9.11" }
+lance-index = { "version" = "=0.9.11" }
+lance-linalg = { "version" = "=0.9.11" }
+lance-testing = { "version" = "=0.9.11" }
 # Note that this one does not include pyarrow
 arrow = { version = "50.0", optional = false }
 arrow-array = "50.0"
diff --git a/rust/vectordb/Cargo.toml b/rust/vectordb/Cargo.toml
index b91077c6..7a74a174 100644
--- a/rust/vectordb/Cargo.toml
+++ b/rust/vectordb/Cargo.toml
@@ -22,6 +22,7 @@ object_store = { workspace = true }
 snafu = { workspace = true }
 half = { workspace = true }
 lance = { workspace = true }
+lance-datafusion = { workspace = true }
 lance-index = { workspace = true }
 lance-linalg = { workspace = true }
 lance-testing = { workspace = true }
diff --git a/rust/vectordb/src/merge_insert.rs b/rust/vectordb/src/merge_insert.rs
index ab3cb4fe..99c852b3 100644
--- a/rust/vectordb/src/merge_insert.rs
+++ b/rust/vectordb/src/merge_insert.rs
@@ -12,8 +12,11 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::pin::Pin;
+use std::sync::Arc;
 use arrow_array::RecordBatchReader;
-use lance::dataset;
+use lance::dataset::{self, WhenMatched, WhenNotMatched, WhenNotMatchedBySource};
+use lance_datafusion::utils::reader_to_stream;
 
 use crate::TableRef;
 use crate::error::{Error, Result};
@@ -57,7 +60,42 @@ impl MergeInsertBuilder {
         self
     }
 
-    pub async fn execute(batches: Box<dyn RecordBatchReader + Send>) -> Result<()> {
+    pub async fn execute(
+        mut self,
+        batches: Box<dyn RecordBatchReader + Send>,
+    ) -> Result<()> {
+        let native_table = self.table.as_native().unwrap(); // TODO no unwrap
+        let ds = native_table.clone_inner_dataset();
+        let mut builder = dataset::MergeInsertBuilder::try_new(
+                Arc::new(ds),
+                vec!["vectors".to_string()],
+            )
+            .unwrap(); // TODO no unwrap
+        
+        if self.when_matched_update_all {
+            builder.when_matched(WhenMatched::UpdateAll);
+        }
+
+        if self.when_not_matched_insert_all {
+            builder.when_not_matched(WhenNotMatched::InsertAll);
+        }
+
+        if self.when_not_matched_by_source_delete {
+            builder.when_not_matched_by_source(WhenNotMatchedBySource::Delete);
+        }
+
+        // TODO
+        // if self.when_not_matched_by_source_condition {
+        //     builder.when_not_matched_by_source(WhenNotMatchedBySource::DeleteIf(()));
+        // }
+
+        let job = builder.try_build().unwrap(); // TODO no unwrap
+        let bitches = reader_to_stream(batches).await.unwrap().0; // TODO no unwrap
+        let ds2 = job.execute(bitches).await.unwrap(); // TODO no unwrap
+
+        native_table.reset_dataset(ds2.as_ref().clone());
+
+
         Ok(())
     }
 }
\ No newline at end of file